https://www.daiphys.com/portal/ 2026-05-10T12:10:57+00:00 https://www.daiphys.com/portal/ https://www.daiphys.com/portal/_media/wiki/dokuwiki.svg text/html 2025-09-12T06:46:36+00:00 Anonymous (anonymous@undisclosed.example.com) https://www.daiphys.com/portal/ml/od/basics.html?rev=1757659596&do=diff Basics History <https://twitter.com/shinya7y/status/1800860596533121451> mAP (mean Average Precision) <https://github.com/rafaelpadilla/Object-Detection-Metrics> <https://qiita.com/cv_carnavi/items/08e11426e2fac8433fed> <https://medium.com/axinc/956a786e8c3d> <https://qiita.com/tmtakashi_dist/items/863e1781b5252e453b47> <https://qiita.com/tetutaro/items/e907339387329130a4fa> Precision-Recall Curve <https://www.hinomaruc.com/exploring-various-accuracy-metrics-for-object-detection-mode… text/html 2023-05-04T06:46:05+00:00 Anonymous (anonymous@undisclosed.example.com) https://www.daiphys.com/portal/ml/od/detectron.html?rev=1683182765&do=diff Detectron References Detectron 2 <https://github.com/facebookresearch/detectron2> text/html 2025-09-03T08:51:45+00:00 Anonymous (anonymous@undisclosed.example.com) https://www.daiphys.com/portal/ml/od/grounding-dino.html?rev=1756889505&do=diff Grounding DINO References Grounding DINO <https://github.com/IDEA-Research/GroundingDINO/> <https://qiita.com/HFMS/items/a21224983aa6e4ff6707> <https://qiita.com/john-rocky/items/2b62c70b606e3abc262f> MM Grounding DINO <https://github.com/open-mmlab/mmdetection/tree/main/configs/mm_grounding_dino> <https://zenn.dev/gray_0019/articles/238b476780132a> text/html 2023-04-07T00:16:14+00:00 Anonymous (anonymous@undisclosed.example.com) https://www.daiphys.com/portal/ml/od/index.html?rev=1680826574&do=diff Object Detection * Basics * Detectron * Grounding DINO * MMDetection * Ultralytics text/html 2025-12-10T02:35:43+00:00 Anonymous (anonymous@undisclosed.example.com) https://www.daiphys.com/portal/ml/od/mmdet.html?rev=1765334143&do=diff MMDetection Tutorials Google Colaboratory - Image and Video with Faster R-CNN on Version 3.3.0 <https://colab.research.google.com/drive/11pbaSUnA8eWopz2-OHh9XkCiTQdbMl8t> Google Colaboratory - MS-COCO Training with Faster R-CNN on Version 3.3.0 <https://colab.research.google.com/drive/1tYssvTbCa0zuICyeVShUx42PGMeJxWlW> Google Colaboratory - Image and Video with Faster R-CNN/YOLOX/DETR/Mask R-CNN/Panoptic FPN/Mask2Former on Version 2.28.2 text/html 2023-10-13T03:54:34+00:00 Anonymous (anonymous@undisclosed.example.com) https://www.daiphys.com/portal/ml/od/ultralytics.html?rev=1697169274&do=diff Ultralytics Tutorials Google Colaboratory - MS-COCO/YOLOv5 <https://colab.research.google.com/drive/1uAoQUJoayViZSGCu-rS7v6VP_0WazDCM> Results References <https://github.com/ultralytics/yolov5> <https://docs.ultralytics.com/yolov5/>